Variational Inference-Based Dropout in Recurrent Neural Networks for Slot Filling in Spoken Language Understanding

Jun Qi, Xu Liu, Javier Tejedor

This paper proposes to generalize the variational recurrent neural network (RNN) with variational inference (VI)-based dropout regularization employed for the long short-term memor…